SOLVING THE LAB DATA AUTOMATION CHALLENGE
Zifo's collection of pre-built capabilities, domain data models, data science, and managed infrastructure services accelerate the time to implement and solve the ongoing instrument data challenges like data FAIR-ification, Data Integration, Data Integrity and Regulatory Compliance.
SIMPLIFY LAB DATA MANAGEMENT Acquire, Standardize and Drive Insights
Data Integrity
Implement ALCOA+ principles by ensuring data consistency and completeness.Capture metadata, standardize and make your data reusable, interoperable, and enduring.
Data Orchestration
Capture and manage the entire data flow of multistage experiments, allowing you to simplify data capture and analysis.
Enterprise Integration
Combine the lab data stream into your enterprise architecture with our open and modular framework.
Data Centralization
Get instrument data off instruments and into a centralized cloud location. Provision instrument data to ELN/LIMS and define data retention policies for long-term archiving.
Metadata Enrichment
Contextualize your instrument data with important metadata, whether they are encoded in file names or contained in other repositories (sample management, ELN, LIMS,...)
Data Standardization
Translate instrument specific formats into universal ones, helping you to implement FAIR data principles, support data mining/ modeling, and simplify long-term data retention.
View Instrument Parsers >DISCOVER HOW LDAS BENEFITS YOUR LAB
Standardize and integrate diverse instrument data with ALOCA+ principles
Lack of proper platform to connect multiple instruments using different protocols results in increased manual workload, a large volume of paper/digital files and the risk of errors. This leads to difficulty in adhering to regulatory guidelines or perform predictive analysis to identify potential quality issues or failures.
How LDAS Benefits your Lab
Real-Time Data Retrieval
Automate data transfer from instruments supporting various communication protocols such as serial (RS232, etc.,) and OPC to fetch real-time data to ensure data integrity by implementing ALCOA+ principles.
Informed Decision Making
Automate data extraction and analysis to accelerate decision making, efficiency and minimize the risk of manual errors through the implementation of dynamic review-by-exception approaches.
Assure Compliance with Quality Predictions
Leverage predictive analysis from your data in a centralized data platform to predict potential quality issues and accelerate decision making.
Centralized instrument integration to LIMS
QC teams across different geographical locations generate significant amounts of data using different instruments and manually enter it into LIMS. A challenge arises when results need to be shared with the analysis requestors, who often use separate systems. The absence of data consolidation makes downstream analyses and presents real data integrity challenge.
How LDAS Benefits your Lab
Centralized Instrument Data Management
Channel data from various instruments into a centralized solution, standardizing and homogenizing it to ensure simplified data analysis.
Secure Data Transfer and Access Control
Establish automated data transfer processes across applications to maintain data integrity while enforcing location-based and role-based access controls to ensure data security.
ALCOA+ Compliance and Audit Trail Implementation
Implement ALCOA+ principles within GxP validated environments and establish audit trails to monitor historical data movement.
Chromatography data automation between CDS and applications
Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.
How LDAS Benefits your Lab
Bi-Directional Data Integration
Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.
Faster Data Interpretation
Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.
Enhance Data Quality
Manage data mappings and transformations across platforms to significantly improve data quality.
Standardize and integrate diverse instrument data
Laboratories handling small molecules encounter difficulties in organizing and storing raw data in ELNs due to the complex nature of molecular structures and interactions. The diverse analytical techniques employed, such as mass spectrometry and chromatography, increase the complexity of the data. This ensures data integrity, traceability, and regulatory compliance further complicates data parsing and manual entry processes.
How LDAS Benefits your Lab
Streamline Inter-Lab Data Integration
Efficiently connect and process data from diverse instruments across different lab sites, seamlessly acquiring, processing, and storing data with a comprehensive set of pre-built components.
Reduce Manual Intervention
Simplify data transfer, curation, and review processes while automating the end-to-end flow of data from instruments to ELN /LIMS with minimal manual intervention.
Ensure Data Integrity
Maintain electronic signatures and audit trails to ensure traceability and data integrity, while utilizing version-controlled storage with standardized metadata to manage large volume of data across labs.
Unified Data Standardization and Governance
Convert proprietary instrument data into universal formats using ontologies like Allotrope and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with a uniform metadata vocabulary across laboratories. Enable easy retrieval of archived files through metadata.
Standardize CRDMO data and ensure secure collaboration
Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.
How LDAS Benefits your Lab
Automated Data Flow
Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.
Notification Alert & Secure Collaboration
Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.
Standardize Data
Harmonize and standardize data across CRDMOs enabling better insights.
Accelerate Decision-Making
Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.
Chromatography data automation between CDS and applications
Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.
How LDAS Benefits your Lab
Bi-Directional Data Integration
Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.
Faster Data Interpretation
Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.
Enhance Data Quality
Manage data mappings and transformations across platforms to significantly improve data quality.
Standardize and integrate diverse instrument data
Laboratories handling small molecules encounter difficulties in organizing and storing raw data in ELNs due to the complex nature of molecular structures and interactions. The diverse analytical techniques employed, such as mass spectrometry and chromatography, increase the complexity of the data. This ensures data integrity, traceability, and regulatory compliance further complicates data parsing and manual entry processes.
How LDAS Benefits your Lab
Streamline Inter-Lab Data Integration
Efficiently connect and process data from diverse instruments across different lab sites, seamlessly acquiring, processing, and storing data with a comprehensive set of pre-built components.
Reduce Manual Intervention
Simplify data transfer, curation, and review processes while automating the end-to-end flow of data from instruments to ELN /LIMS with minimal manual intervention.
Ensure Data Integrity
Maintain electronic signatures and audit trails to ensure traceability and data integrity, while utilizing version-controlled storage with standardized metadata to manage large volume of data across labs.
Unified Data Standardization and Governance
Convert proprietary instrument data into universal formats using ontologies like Allotrope and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with a uniform metadata vocabulary across laboratories. Enable easy retrieval of archived files through metadata.
Orchestrate PCR data integration and analysis
Analytical labs struggle with transferring sample names from requests to specific assay plate configurations, wells, protocols, and integrating with ELN/LIMS resulting in inefficient analysis. Matching the wells back to sample name is time-consuming. Manual data entry and poor instrument integration lead to errors and hinder effective data interpretation. Retrieving data from instruments and generating processed results poses additional challenges.
How LDAS Benefits your Lab
Lab Instrument Integration with LIMS/ELN
Implement real-time integration with instruments such as Liquid Handler, PCR and with external systems like ELN/LIMS.
Enhance Result Processing with Standardized Protocols
Automate the entire processing of results by incorporating standardized lab protocols with enhanced error handling.
Improve Traceability with Metadata Enrichment
Enhance efficiency and ensure consistency in data analysis procedures by minimizing manual intervention and enriching metadata for easy retrieval of archived files.
Orchestrate bioprocess data flow across bioreactors and instruments
In bioprocess organizations, aligning run information from bioreactors and sample information from at-line instruments such as cell analyzers with ELN/LIMS presents a significant challenge. Different departments within the laboratory employ distinct naming conventions based on various sample attributes, complicating data analysis. Transcribing and mapping this information into ELN/LIMS is tedious and time-consuming, hindering process efficiency.
How LDAS Benefits your Lab
Streamline Integration and Standardization
Utilize our pre-built components to integrate instruments from multiple vendors and models to incorporate a flexible standardization mechanism.
Unified Data Standardization and Governance
Convert proprietary instrument data into universal formats using ontologies like Allotrope, and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with uniform metadata vocabulary across laboratories.
Reduce Manual Intervention
Automate data flow between instruments, analysis software, and ELN/LIMS, reducing manual work to review by exception, ensuring efficiency and accuracy.
Streamline bioreactor data integration to synchronize sample information and accelerate process analysis
Bioreactors and associated instrumentation generate huge volume of data, including sample information, that needs to be transferred to productivity systems like LIMS, ELN or centralized cloud storage. Challenges arise from manual data entry, inefficient sample handling workflows, and lack of real-time monitoring. These challenges often lead to delayed decision-making and manual errors that can significantly impact schedules, standard convention, and overall efficiency.
How LDAS Benefits your Lab
Automate Data Ingestion
Implement the integration of bioreactors and instruments like cell culture analyzer to automate the ingestion and processing of data, simplifying data management.
Integrate Sample Information
Synchronize sample information across various bioreactors/instruments in the lab space and ELN/LIMS.
Accelerate Analysis
Expedite process analysis and control.
Standardize CRDMO data and ensure secure collaboration
Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.
How LDAS Benefits your Lab
Automated Data Flow
Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.
Notification Alert & Secure Collaboration
Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.
Standardize Data
Harmonize and standardize data across CRDMOs enabling better insights.
Accelerate Decision-Making
Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.
Standardize CRDMO data and ensure secure collaboration
Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.
How LDAS Benefits your Lab
Automated Data Flow
Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.
Notification Alert & Secure Collaboration
Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.
Standardize Data
Harmonize and standardize data across CRDMOs enabling better insights.
Accelerate Decision-Making
Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.
Orchestrate flow cytometry data integration and analysis
Flow cytometry instruments generate a large volume of data, which then needs to be moved to analysis software like FlowJo. The results are manually captured in an application like an ELN. Consequently, there is poor traceability, starting with the data generated by the instrument till its documentation in the ELN. In addition, routine manual analyses are laborious and FTE-intensive consuming considerable amount of analyst time every week in managing the data across systems.
How LDAS Benefits your Lab
Instrument Integration
Integrate with common flow cytometry instruments, analysis software and applications to enable seamless flow of data.
Data Orchestration
Implement fully automated data acquisition, streaming, archiving, and request-to-delivery workflows to streamline lab processes.Review by exception minimizes manual workload, automates the entire process, and effectively handles error events such as failures and rerun conditions.
Enable Data FAIRification
Transform the data to conform to a standard data model with metadata references across the entire dataset.
Data Integrity
Adhere to ALCOA+ principles for enhanced data integrity and traceability.
Chromatography data automation between CDS and applications
Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.
How LDAS Benefits your Lab
Bi-Directional Data Integration
Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.
Faster Data Interpretation
Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.
Enhance Data Quality
Manage data mappings and transformations across platforms to significantly improve data quality.
Automate data flow from NGS instruments to bioinformatics pipeline and storage
In molecular biology labs, NGS pipeline management encounters numerous challenges in processing raw sequencing data, including quality control and read alignment that are prone to errors. The substantial volume of data generated poses storage risks and potential data loss. Ensuring the quality and accuracy of sequencing data, and integrating the pipeline with downstream analysis tools have become a significant challenge.
How LDAS Benefits your Lab
Streamline Bioinformatics Automation
Establish automated workflows to manage bioinformatic resources, optimize day-to-day operations, monitor pipelines continuously, and employ automated alerts to prevent erroneous test results.
Robust Data Storage
Implement scalable and distributed file storage systems with version-controlled archival storage to manage large volumes of sequencing data for backup and retrieval efficiently, eliminating the risk of data loss.
Enhance Pipeline Integration for Improved Analysis
Integrate the pipeline with downstream analysis tools to improve data interpretation and scientific discovery, while reducing processing time and enhancing result accuracy and reproducibility.
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Strengthen Compliance and Data Integrity in QA/QC
-
Instrument Integration and Data Management for QC Labs
-
CDS-ELN/LIMS Integration
-
Streamlining Instrument Integration in Small Molecule Development
-
CRDMO Assay Data Management and Data Standardization
Standardize and integrate diverse instrument data with ALOCA+ principles
Lack of proper platform to connect multiple instruments using different protocols results in increased manual workload, a large volume of paper/digital files and the risk of errors. This leads to difficulty in adhering to regulatory guidelines or perform predictive analysis to identify potential quality issues or failures.
How LDAS Benefits your Lab
Real-Time Data Retrieval
Automate data transfer from instruments supporting various communication protocols such as serial (RS232, etc.,) and OPC to fetch real-time data to ensure data integrity by implementing ALCOA+ principles.
Informed Decision Making
Automate data extraction and analysis to accelerate decision making, efficiency and minimize the risk of manual errors through the implementation of dynamic review-by-exception approaches.
Assure Compliance with Quality Predictions
Leverage predictive analysis from your data in a centralized data platform to predict potential quality issues and accelerate decision making.
Centralized instrument integration to LIMS
QC teams across different geographical locations generate significant amounts of data using different instruments and manually enter it into LIMS. A challenge arises when results need to be shared with the analysis requestors, who often use separate systems. The absence of data consolidation makes downstream analyses and presents real data integrity challenge.
How LDAS Benefits your Lab
Centralized Instrument Data Management
Channel data from various instruments into a centralized solution, standardizing and homogenizing it to ensure simplified data analysis.
Secure Data Transfer and Access Control
Establish automated data transfer processes across applications to maintain data integrity while enforcing location-based and role-based access controls to ensure data security.
ALCOA+ Compliance and Audit Trail Implementation
Implement ALCOA+ principles within GxP validated environments and establish audit trails to monitor historical data movement.
Chromatography data automation between CDS and applications
Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.
How LDAS Benefits your Lab
Bi-Directional Data Integration
Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.
Faster Data Interpretation
Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.
Enhance Data Quality
Manage data mappings and transformations across platforms to significantly improve data quality.
Standardize and integrate diverse instrument data
Laboratories handling small molecules encounter difficulties in organizing and storing raw data in ELNs due to the complex nature of molecular structures and interactions. The diverse analytical techniques employed, such as mass spectrometry and chromatography, increase the complexity of the data. This ensures data integrity, traceability, and regulatory compliance further complicates data parsing and manual entry processes.
How LDAS Benefits your Lab
Streamline Inter-Lab Data Integration
Efficiently connect and process data from diverse instruments across different lab sites, seamlessly acquiring, processing, and storing data with a comprehensive set of pre-built components.
Reduce Manual Intervention
Simplify data transfer, curation, and review processes while automating the end-to-end flow of data from instruments to ELN /LIMS with minimal manual intervention.
Ensure Data Integrity
Maintain electronic signatures and audit trails to ensure traceability and data integrity, while utilizing version-controlled storage with standardized metadata to manage large volume of data across labs.
Unified Data Standardization and Governance
Convert proprietary instrument data into universal formats using ontologies like Allotrope and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with a uniform metadata vocabulary across laboratories. Enable easy retrieval of archived files through metadata.
Standardize CRDMO data and ensure secure collaboration
Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.
How LDAS Benefits your Lab
Automated Data Flow
Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.
Notification Alert & Secure Collaboration
Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.
Standardize Data
Harmonize and standardize data across CRDMOs enabling better insights.
Accelerate Decision-Making
Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.
-
CDS-ELN/LIMS Integration
-
Streamlining Instrument Integration in Small Molecule Development
-
PCR Assay Data Management
-
Streamlining Bioprocess Development: Automating and Unifying Laboratory Processes
-
Data Automation in Cell Culture Development
-
CRDMO Assay Data Management and Data Standardization
Chromatography data automation between CDS and applications
Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.
How LDAS Benefits your Lab
Bi-Directional Data Integration
Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.
Faster Data Interpretation
Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.
Enhance Data Quality
Manage data mappings and transformations across platforms to significantly improve data quality.
Standardize and integrate diverse instrument data
Laboratories handling small molecules encounter difficulties in organizing and storing raw data in ELNs due to the complex nature of molecular structures and interactions. The diverse analytical techniques employed, such as mass spectrometry and chromatography, increase the complexity of the data. This ensures data integrity, traceability, and regulatory compliance further complicates data parsing and manual entry processes.
How LDAS Benefits your Lab
Streamline Inter-Lab Data Integration
Efficiently connect and process data from diverse instruments across different lab sites, seamlessly acquiring, processing, and storing data with a comprehensive set of pre-built components.
Reduce Manual Intervention
Simplify data transfer, curation, and review processes while automating the end-to-end flow of data from instruments to ELN /LIMS with minimal manual intervention.
Ensure Data Integrity
Maintain electronic signatures and audit trails to ensure traceability and data integrity, while utilizing version-controlled storage with standardized metadata to manage large volume of data across labs.
Unified Data Standardization and Governance
Convert proprietary instrument data into universal formats using ontologies like Allotrope and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with a uniform metadata vocabulary across laboratories. Enable easy retrieval of archived files through metadata.
Orchestrate PCR data integration and analysis
Analytical labs struggle with transferring sample names from requests to specific assay plate configurations, wells, protocols, and integrating with ELN/LIMS resulting in inefficient analysis. Matching the wells back to sample name is time-consuming. Manual data entry and poor instrument integration lead to errors and hinder effective data interpretation. Retrieving data from instruments and generating processed results poses additional challenges.
How LDAS Benefits your Lab
Lab Instrument Integration with LIMS/ELN
Implement real-time integration with instruments such as Liquid Handler, PCR and with external systems like ELN/LIMS.
Enhance Result Processing with Standardized Protocols
Automate the entire processing of results by incorporating standardized lab protocols with enhanced error handling.
Improve Traceability with Metadata Enrichment
Enhance efficiency and ensure consistency in data analysis procedures by minimizing manual intervention and enriching metadata for easy retrieval of archived files.
Orchestrate bioprocess data flow across bioreactors and instruments
In bioprocess organizations, aligning run information from bioreactors and sample information from at-line instruments such as cell analyzers with ELN/LIMS presents a significant challenge. Different departments within the laboratory employ distinct naming conventions based on various sample attributes, complicating data analysis. Transcribing and mapping this information into ELN/LIMS is tedious and time-consuming, hindering process efficiency.
How LDAS Benefits your Lab
Streamline Integration and Standardization
Utilize our pre-built components to integrate instruments from multiple vendors and models to incorporate a flexible standardization mechanism.
Unified Data Standardization and Governance
Convert proprietary instrument data into universal formats using ontologies like Allotrope, and AnIML, enriching it with metadata to enhance searchability and governance to maintain consistent interpretation and analysis with uniform metadata vocabulary across laboratories.
Reduce Manual Intervention
Automate data flow between instruments, analysis software, and ELN/LIMS, reducing manual work to review by exception, ensuring efficiency and accuracy.
Streamline bioreactor data integration to synchronize sample information and accelerate process analysis
Bioreactors and associated instrumentation generate huge volume of data, including sample information, that needs to be transferred to productivity systems like LIMS, ELN or centralized cloud storage. Challenges arise from manual data entry, inefficient sample handling workflows, and lack of real-time monitoring. These challenges often lead to delayed decision-making and manual errors that can significantly impact schedules, standard convention, and overall efficiency.
How LDAS Benefits your Lab
Automate Data Ingestion
Implement the integration of bioreactors and instruments like cell culture analyzer to automate the ingestion and processing of data, simplifying data management.
Integrate Sample Information
Synchronize sample information across various bioreactors/instruments in the lab space and ELN/LIMS.
Accelerate Analysis
Expedite process analysis and control.
Standardize CRDMO data and ensure secure collaboration
Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.
How LDAS Benefits your Lab
Automated Data Flow
Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.
Notification Alert & Secure Collaboration
Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.
Standardize Data
Harmonize and standardize data across CRDMOs enabling better insights.
Accelerate Decision-Making
Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.
-
CRDMO Assay Data Management and Data Standardization
-
Flow Cytometry Data Management
-
CDS-ELN/LIMS Integration
-
Integration in Molecular Biology Laboratories- NGS Pipeline Management
Standardize CRDMO data and ensure secure collaboration
Importing diverse results from instruments and analysis files generated by different contract lab organizations is time-consuming, heavily relying on manual processes, potentially leading to errors. Mapping data from various instruments further delays decision-making, hindering effective utilization of instrument-generated data for informed decision-making and impacting operational efficiency. Invariably, organizations collect only critical data from the contract organization because of these challenges.
How LDAS Benefits your Lab
Automated Data Flow
Simplify and improve data handling, ensuring seamless management from upload to storage with GxP validation.
Notification Alert & Secure Collaboration
Trigger alerts for CRDMO groups in case of failures or updates while securely collaborating with multiple CRDMOs, ensuring data exchange compliance.
Standardize Data
Harmonize and standardize data across CRDMOs enabling better insights.
Accelerate Decision-Making
Empower laboratories to accelerate their decisions, enhance operational efficiency, and maintain high standards of quality and reliability in their processes.
Orchestrate flow cytometry data integration and analysis
Flow cytometry instruments generate a large volume of data, which then needs to be moved to analysis software like FlowJo. The results are manually captured in an application like an ELN. Consequently, there is poor traceability, starting with the data generated by the instrument till its documentation in the ELN. In addition, routine manual analyses are laborious and FTE-intensive consuming considerable amount of analyst time every week in managing the data across systems.
How LDAS Benefits your Lab
Instrument Integration
Integrate with common flow cytometry instruments, analysis software and applications to enable seamless flow of data.
Data Orchestration
Implement fully automated data acquisition, streaming, archiving, and request-to-delivery workflows to streamline lab processes.Review by exception minimizes manual workload, automates the entire process, and effectively handles error events such as failures and rerun conditions.
Enable Data FAIRification
Transform the data to conform to a standard data model with metadata references across the entire dataset.
Data Integrity
Adhere to ALCOA+ principles for enhanced data integrity and traceability.
Chromatography data automation between CDS and applications
Lab organizations run a large number of chromatography instruments where data is entered manually in both the ELN and CDS. The end results from the CDS are manually entered into the ELN/LIMS which reduces productivity and poses challenges in data integrity.
How LDAS Benefits your Lab
Bi-Directional Data Integration
Automate experiment/assay setups in CDS systems like Empower and Chromeleon and implement middleware to centrally manage data across all integrations to ensure foolproof data capture.
Faster Data Interpretation
Implement continuous instrument monitoring with automatic result acquisition and transfer data into the ELN/LIMS to expedite data interpretation.
Enhance Data Quality
Manage data mappings and transformations across platforms to significantly improve data quality.
Automate data flow from NGS instruments to bioinformatics pipeline and storage
In molecular biology labs, NGS pipeline management encounters numerous challenges in processing raw sequencing data, including quality control and read alignment that are prone to errors. The substantial volume of data generated poses storage risks and potential data loss. Ensuring the quality and accuracy of sequencing data, and integrating the pipeline with downstream analysis tools have become a significant challenge.
How LDAS Benefits your Lab
Streamline Bioinformatics Automation
Establish automated workflows to manage bioinformatic resources, optimize day-to-day operations, monitor pipelines continuously, and employ automated alerts to prevent erroneous test results.
Robust Data Storage
Implement scalable and distributed file storage systems with version-controlled archival storage to manage large volumes of sequencing data for backup and retrieval efficiently, eliminating the risk of data loss.
Enhance Pipeline Integration for Improved Analysis
Integrate the pipeline with downstream analysis tools to improve data interpretation and scientific discovery, while reducing processing time and enhancing result accuracy and reproducibility.
ON-DEMAND WEBINAR | FROM INSTRUMENTS TO INSIGHTS LAB DATA AUTOMATION @ ZIFO
OUR CAPABILITIES
Our team of experts includes domain experts, service professionals, project managers, software developers, and cloud data architects to ensure the success of your lab data automation project. While our list of out-of-the-box instrument connectors is ever-growing, our team has the capacity and skills to build those needed for your specific project.
OUR PEOPLE
We are uniquely positioned to solve your lab data automation challenges. Whether you need a turnkey solution or are looking to augment infrastructure you have already put in place, our team is ready – with a highly skilled center of excellence in India and local resources to tackle hands-on tasks in your lab.
GLOCAL
We have a GLOCAL (global & local) presence - meaning we engage with you in your language and time zone but leverage a global delivery support model to remain cost-effective, scalable and very reactive.
ECOSYSTEM
Our lab data automation capabilities are part of the broader ecosystem of Zifo. Whether you need to help to support your lab infrastructure or devise a validation strategy for your lab data automation system, Zifo is here to help.
PARTNERSHIPS
We partner with many of the key players in the field of lab data automation. With our extensive experience and knowledge in the field, we can provide implementation services, supplement instrument connectors or provide consultative services to fine tune your IT strategy.